INS and diabetic retinopathy: In the study of Hsin-Yi Tsao et al., data mining techniques were used to create prediction models of diabetic retinopathy, with results that indicated that insulin therapy and duration of diabetes are the most important risk factors of diabetic retinopathy, which was consistent with this study (Tsao et al., 2018).